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In this paper, we present novel Twin Parametric Margin Support Vector Machine (TPMSVM) models to tackle the problem of multiclass classification. We explore the cases of linear and nonlinear classifiers and propose two possible alternatives for the f
Externí odkaz:
http://arxiv.org/abs/2306.06213
Bayesian Optimization (BO) is a class of black-box, surrogate-based heuristics that can efficiently optimize problems that are expensive to evaluate, and hence admit only small evaluation budgets. BO is particularly popular for solving numerical opti
Externí odkaz:
http://arxiv.org/abs/2303.00890
Publikováno v:
In Applied Mathematics and Computation 15 November 2023 457
Publikováno v:
In Internet of Things July 2023 22
The scarcity of Smart Home data is still a pretty big problem, and in a world where the size of a dataset can often make the difference between a poor performance and a good performance for problems related to machine learning projects, this needs to
Externí odkaz:
http://arxiv.org/abs/1909.10308
Akademický článek
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Autor:
Jia Chen, Renato De Leone
Publikováno v:
AIMS Mathematics, Vol 7, Iss 10, Pp 18099-18216 (2022)
Interval-censored failure time data as a general type of survival data often arises in medicine and other applied fields. Survival tree is a flexible predictive method for survival data because no specific assumptions are required. Generalized Log
Externí odkaz:
https://doaj.org/article/2b8728e2ed74460da7e804dec2cb9252
Autor:
Marco Di Serafino, Roberto Ronza, Divina D’Auria, Roberto Fiorentino, Dario Arundine, Annalisa De Leone, Salvatore Picascia, Alberto Martino, Enrico Crolla, Severo Campione, Giovanna Guida, Carlo Molino, Ferdinando Riccardi, Luigia Romano
Publikováno v:
Tomography, Vol 8, Iss 4, Pp 2073-2082 (2022)
Drug-induced acute pancreatitis (DIP) is a recognised but underreported entity in the literature. Immunotherapy drugs have been described as one possible emerging cause, although the pathogenic mechanism is still largely unclear. To date, only a few
Externí odkaz:
https://doaj.org/article/961c9001a8514903a3666e1a6282b974
Publikováno v:
In Computer Methods and Programs in Biomedicine October 2022 225
Autor:
Lucía De Leone
Publikováno v:
Descentrada, Vol 7, Iss 1 (2023)
El objetivo de este artículo es analizar una serie de trabajos sobre literatura argentina y género de Sylvia Molloy y Tamara Kamenszain, quienes, en dos épocas distintas, instalaron nuevos modos de leer desde una perspectiva feminista (los años 9
Externí odkaz:
https://doaj.org/article/31452b3c68f347a5a1208078fc815db6